Research process evolution
~85% of research workflows
still need a human.
$14Maddressable spend
4core processes mapped
20–30%efficiency from AI operationalisation
$2.5–3.5Mannualised savings
Each bar shows the share of steps by type. Pick a process to see it reimagined.
Step typeManual / local toolMixedSystem
Transformation approach: “We mapped 4 core processes”
Proof: similar engagements see 20–30% efficiency gains
20x fastercreative processing, 30% operational efficiency
Leading media & advertising intelligence firm
Leading media & advertising intelligence firm
20% efficiencywith GenAI report drafting and automated quality checks
Top-5 global private markets firm
Top-5 global private markets firm
80% fasterdelivery timelines, 99% data accuracy
Global equity indexes provider
Global equity indexes provider
Transformation approach: “Similar engagements see efficiency gains of 20–30%”
→
Today
Step typeManual / local toolSystemMixed· hover a step for detail
The friction
Same study, two worlds
Today
With agents
The proposal
🔌 Interfaces connect systems where people move data by hand · 🤖 Automated data movement browser automation where no interface exists